The familiar squeak of shoes on the polished floor seemed distant. "You're going to be a libero, Emily," the coach announced. Emily, a powerful hitter, felt her muscles tighten. She stood there, motionless, the sound of her own breathing loud in her ears. A sense of unease churned in her gut. She’d trained to dominate at the net, her spikes a weapon. Suddenly, a new role, a new responsibility, was demanded of her. She looked at her teammates, her gaze darting from face to face, searching for confirmation that she had, in fact, heard correctly.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219